Habitat Suitability Report
Inputs
- Species: Gray seal (Halichoerus grypus)
- Thinning: Thinned observations
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used:
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9709143 | 0.9336522 | 0.4599206 |
| bt | 0.9100281 | 0.7529974 | 0.5122946 |
| maxnet | 0.8262935 | 0.5070614 | NA |
| gam | 0.7678312 | 0.4491484 | 0.1025310 |
| glm | 0.7350936 | 0.4118541 | 0.0572612 |
Variable Importance
Partial Dependence
